Track PCAD practice status for Certified Associate Data Analyst with Python and request IT Mastery coverage.
PCAD is Certified Associate Data Analyst with Python, the Python Institute associate data-analysis route. Some candidates search for this lane as associate Python for data science, but Python Institute’s current official naming is data analyst with Python.
This page tracks the PCAD practice-bank rollout for IT Mastery. Dedicated simulator practice is not live yet, but you can review the snapshot, topic fit, and related data routes while coverage is being prioritized.
| Area | What to practise |
|---|---|
| Data workflow | acquisition, cleaning, validation, exploration, modeling, and communication |
| Python libraries | Pandas, NumPy, Matplotlib, Seaborn, and practical data-library behavior |
| SQL and databases | querying, manipulation, database connections, and structured-data reasoning |
| Statistics and ML basics | descriptive statistics, inferential statistics, regression, and model evaluation |
| Reporting | visualization choice, audience fit, ethics, and clear analytical conclusions |